Pandas Profiling Report

Dataset statistics

Number of variables	41
Number of observations	102
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	32.8 KiB
Average record size in memory	329.3 B

Variable types

Numeric	37
Categorical	4

Alerts

`skater_name` has a high cardinality: 80 distinct values	High cardinality
`event_final_place` is highly correlated with `short_score` and 20 other fields	High correlation
`short_score` is highly correlated with `event_final_place` and 20 other fields	High correlation
`short_place` is highly correlated with `event_final_place` and 17 other fields	High correlation
`free_score` is highly correlated with `event_final_place` and 20 other fields	High correlation
`free_place` is highly correlated with `event_final_place` and 19 other fields	High correlation
`event_score` is highly correlated with `event_final_place` and 21 other fields	High correlation
`short_elements_score` is highly correlated with `event_final_place` and 16 other fields	High correlation
`short_elements_rank` is highly correlated with `event_final_place` and 14 other fields	High correlation
`short_components_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`short_components_rank` is highly correlated with `event_final_place` and 16 other fields	High correlation
`free_elements_score` is highly correlated with `event_final_place` and 17 other fields	High correlation
`free_elements_rank` is highly correlated with `event_final_place` and 16 other fields	High correlation
`free_components_score` is highly correlated with `event_final_place` and 21 other fields	High correlation
`free_components_rank` is highly correlated with `event_final_place` and 16 other fields	High correlation
`free_deductions` is highly correlated with `event_deductions` and 2 other fields	High correlation
`short_deductions` is highly correlated with `event_deductions` and 1 other fields	High correlation
`event_deductions` is highly correlated with `free_deductions` and 3 other fields	High correlation
`under_rotations` is highly correlated with `jump_errors_all`	High correlation
`downgrades` is highly correlated with `jump_errors_all`	High correlation
`suspected_edge_error` is highly correlated with `suspected_rotation_error`	High correlation
`suspected_rotation_error` is highly correlated with `suspected_edge_error` and 1 other fields	High correlation
`combo_no_credit` is highly correlated with `short_elements_score`	High correlation
`jump_errors_all` is highly correlated with `free_deductions` and 4 other fields	High correlation
`jump_errors_costly` is highly correlated with `free_deductions` and 3 other fields	High correlation
`oly_event_final_place` is highly correlated with `event_final_place` and 19 other fields	High correlation
`oly_short_score` is highly correlated with `event_final_place` and 20 other fields	High correlation
`oly_short_elements_score` is highly correlated with `event_final_place` and 16 other fields	High correlation
`oly_short_components_score` is highly correlated with `event_final_place` and 20 other fields	High correlation
`oly_free_elements_score` is highly correlated with `event_final_place` and 16 other fields	High correlation
`oly_free_components_score` is highly correlated with `event_final_place` and 21 other fields	High correlation
`oly_free_score` is highly correlated with `event_final_place` and 21 other fields	High correlation
`oly_event_score` is highly correlated with `event_final_place` and 21 other fields	High correlation
`season` is highly correlated with `short_score` and 11 other fields	High correlation
`event_final_place` is highly correlated with `short_place` and 15 other fields	High correlation
`short_score` is highly correlated with `short_place` and 15 other fields	High correlation
`short_place` is highly correlated with `event_final_place` and 16 other fields	High correlation
`free_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`free_place` is highly correlated with `event_final_place` and 15 other fields	High correlation
`event_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`short_elements_score` is highly correlated with `short_score` and 14 other fields	High correlation
`short_elements_rank` is highly correlated with `event_final_place` and 8 other fields	High correlation
`short_components_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`short_components_rank` is highly correlated with `event_final_place` and 8 other fields	High correlation
`free_elements_score` is highly correlated with `short_score` and 16 other fields	High correlation
`free_elements_rank` is highly correlated with `event_final_place` and 10 other fields	High correlation
`free_components_score` is highly correlated with `event_final_place` and 20 other fields	High correlation
`free_components_rank` is highly correlated with `event_final_place` and 15 other fields	High correlation
`free_deductions` is highly correlated with `event_deductions` and 2 other fields	High correlation
`event_deductions` is highly correlated with `free_deductions` and 2 other fields	High correlation
`under_rotations` is highly correlated with `jump_errors_all`	High correlation
`downgrades` is highly correlated with `jump_errors_all`	High correlation
`suspected_edge_error` is highly correlated with `suspected_rotation_error`	High correlation
`suspected_rotation_error` is highly correlated with `suspected_edge_error`	High correlation
`combo_no_credit` is highly correlated with `short_elements_score`	High correlation
`jump_errors_all` is highly correlated with `free_deductions` and 4 other fields	High correlation
`jump_errors_costly` is highly correlated with `free_deductions` and 2 other fields	High correlation
`quad` is highly correlated with `free_elements_score`	High correlation
`oly_event_final_place` is highly correlated with `event_final_place` and 19 other fields	High correlation
`oly_short_score` is highly correlated with `event_final_place` and 17 other fields	High correlation
`oly_short_elements_score` is highly correlated with `short_score` and 13 other fields	High correlation
`oly_short_components_score` is highly correlated with `event_final_place` and 18 other fields	High correlation
`oly_free_elements_score` is highly correlated with `short_score` and 14 other fields	High correlation
`oly_free_components_score` is highly correlated with `event_final_place` and 18 other fields	High correlation
`oly_free_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`oly_event_score` is highly correlated with `event_final_place` and 19 other fields	High correlation
`season` is highly correlated with `short_score` and 11 other fields	High correlation
`event_final_place` is highly correlated with `short_place` and 7 other fields	High correlation
`short_score` is highly correlated with `free_score` and 12 other fields	High correlation
`short_place` is highly correlated with `event_final_place` and 6 other fields	High correlation
`free_score` is highly correlated with `short_score` and 11 other fields	High correlation
`free_place` is highly correlated with `event_final_place` and 6 other fields	High correlation
`event_score` is highly correlated with `short_score` and 11 other fields	High correlation
`short_elements_score` is highly correlated with `short_score` and 12 other fields	High correlation
`short_elements_rank` is highly correlated with `event_final_place` and 6 other fields	High correlation
`short_components_score` is highly correlated with `short_score` and 10 other fields	High correlation
`short_components_rank` is highly correlated with `event_final_place` and 6 other fields	High correlation
`free_elements_score` is highly correlated with `short_score` and 12 other fields	High correlation
`free_elements_rank` is highly correlated with `event_final_place` and 6 other fields	High correlation
`free_components_score` is highly correlated with `event_final_place` and 12 other fields	High correlation
`free_components_rank` is highly correlated with `event_final_place` and 6 other fields	High correlation
`free_deductions` is highly correlated with `event_deductions` and 1 other fields	High correlation
`event_deductions` is highly correlated with `free_deductions` and 2 other fields	High correlation
`under_rotations` is highly correlated with `jump_errors_all`	High correlation
`jump_errors_all` is highly correlated with `event_deductions` and 2 other fields	High correlation
`jump_errors_costly` is highly correlated with `free_deductions` and 2 other fields	High correlation
`oly_event_final_place` is highly correlated with `event_final_place` and 11 other fields	High correlation
`oly_short_score` is highly correlated with `short_score` and 13 other fields	High correlation
`oly_short_elements_score` is highly correlated with `oly_short_score` and 4 other fields	High correlation
`oly_short_components_score` is highly correlated with `short_score` and 12 other fields	High correlation
`oly_free_elements_score` is highly correlated with `short_score` and 11 other fields	High correlation
`oly_free_components_score` is highly correlated with `short_score` and 13 other fields	High correlation
`oly_free_score` is highly correlated with `short_score` and 13 other fields	High correlation
`oly_event_score` is highly correlated with `short_score` and 13 other fields	High correlation
`season` is highly correlated with `short_score` and 2 other fields	High correlation
`skater_name` is highly correlated with `country`	High correlation
`country` is highly correlated with `skater_name`	High correlation
`df_index` is highly correlated with `skater_name` and 1 other fields	High correlation
`skater_name` is highly correlated with `df_index` and 34 other fields	High correlation
`event_final_place` is highly correlated with `skater_name` and 19 other fields	High correlation
`short_score` is highly correlated with `skater_name` and 19 other fields	High correlation
`short_place` is highly correlated with `skater_name` and 14 other fields	High correlation
`free_score` is highly correlated with `skater_name` and 17 other fields	High correlation
`free_place` is highly correlated with `skater_name` and 14 other fields	High correlation
`event_score` is highly correlated with `skater_name` and 18 other fields	High correlation
`short_elements_score` is highly correlated with `skater_name` and 17 other fields	High correlation
`short_elements_rank` is highly correlated with `skater_name` and 15 other fields	High correlation
`short_components_score` is highly correlated with `skater_name` and 21 other fields	High correlation
`short_components_rank` is highly correlated with `skater_name` and 11 other fields	High correlation
`free_elements_score` is highly correlated with `skater_name` and 17 other fields	High correlation
`free_elements_rank` is highly correlated with `skater_name` and 12 other fields	High correlation
`free_components_score` is highly correlated with `skater_name` and 21 other fields	High correlation
`free_components_rank` is highly correlated with `skater_name` and 18 other fields	High correlation
`free_deductions` is highly correlated with `skater_name` and 8 other fields	High correlation
`short_deductions` is highly correlated with `skater_name` and 6 other fields	High correlation
`event_deductions` is highly correlated with `skater_name` and 11 other fields	High correlation
`under_rotations` is highly correlated with `skater_name` and 6 other fields	High correlation
`downgrades` is highly correlated with `skater_name` and 5 other fields	High correlation
`edge_error` is highly correlated with `skater_name`	High correlation
`suspected_edge_error` is highly correlated with `skater_name` and 5 other fields	High correlation
`suspected_rotation_error` is highly correlated with `skater_name` and 12 other fields	High correlation
`combo_no_credit` is highly correlated with `short_score` and 3 other fields	High correlation
`illegal_element` is highly correlated with `short_elements_rank` and 3 other fields	High correlation
`jump_errors_all` is highly correlated with `skater_name` and 8 other fields	High correlation
`jump_errors_costly` is highly correlated with `skater_name` and 8 other fields	High correlation
`triple_triple` is highly correlated with `skater_name`	High correlation
`quad` is highly correlated with `short_score` and 10 other fields	High correlation
`triple_axel` is highly correlated with `skater_name` and 10 other fields	High correlation
`country` is highly correlated with `df_index` and 21 other fields	High correlation
`oly_event_final_place` is highly correlated with `skater_name` and 17 other fields	High correlation
`oly_short_score` is highly correlated with `skater_name` and 20 other fields	High correlation
`oly_short_elements_score` is highly correlated with `short_score` and 16 other fields	High correlation
`oly_short_components_score` is highly correlated with `skater_name` and 18 other fields	High correlation
`oly_free_elements_score` is highly correlated with `skater_name` and 18 other fields	High correlation
`oly_free_components_score` is highly correlated with `skater_name` and 22 other fields	High correlation
`oly_free_score` is highly correlated with `skater_name` and 19 other fields	High correlation
`oly_event_score` is highly correlated with `skater_name` and 19 other fields	High correlation
`season` is highly correlated with `short_score` and 10 other fields	High correlation
`skater_name` is uniformly distributed	Uniform
`df_index` has 5 (4.9%) zeros	Zeros
`free_deductions` has 21 (20.6%) zeros	Zeros
`short_deductions` has 40 (39.2%) zeros	Zeros
`event_deductions` has 14 (13.7%) zeros	Zeros
`under_rotations` has 30 (29.4%) zeros	Zeros
`downgrades` has 71 (69.6%) zeros	Zeros
`edge_error` has 63 (61.8%) zeros	Zeros
`suspected_edge_error` has 71 (69.6%) zeros	Zeros
`suspected_rotation_error` has 89 (87.3%) zeros	Zeros
`combo_no_credit` has 72 (70.6%) zeros	Zeros
`illegal_element` has 77 (75.5%) zeros	Zeros
`jump_errors_all` has 7 (6.9%) zeros	Zeros
`jump_errors_costly` has 11 (10.8%) zeros	Zeros
`triple_triple` has 56 (54.9%) zeros	Zeros
`triple_axel` has 93 (91.2%) zeros	Zeros

Reproduction

Analysis started	2022-07-05 01:02:40.154110
Analysis finished	2022-07-05 01:05:30.594952
Duration	2 minutes and 50.44 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	22
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.715686275

Minimum	0
Maximum	21
Zeros	5
Zeros (%)	4.9%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	10
Q3	15
95-th percentile	19
Maximum	21
Range	21
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.939259298
Coefficient of variation (CV)	0.6113062042
Kurtosis	-1.177232361
Mean	9.715686275
Median Absolute Deviation (MAD)	5
Skewness	0.01793977304
Sum	991
Variance	35.27480101
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	5	4.9%
1	5	4.9%
19	5	4.9%
18	5	4.9%
17	5	4.9%
16	5	4.9%
15	5	4.9%
14	5	4.9%
13	5	4.9%
12	5	4.9%
Other values (12)	52	51.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	4.9%
1	5	4.9%
2	5	4.9%
3	5	4.9%
4	5	4.9%
5	5	4.9%
6	5	4.9%
7	5	4.9%
8	5	4.9%
9	5	4.9%

Value	Count	Frequency (%)
21	1	1.0%
20	1	1.0%
19	5	4.9%
18	5	4.9%
17	5	4.9%
16	5	4.9%
15	5	4.9%
14	5	4.9%
13	5	4.9%
12	5	4.9%

skater_name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION
UNIFORM

Distinct	80
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Memory size	944.0 B

Yuna Kim	5
Carolina Kostner	4
Miki Ando	2
Mao Asada	2
Mirai Nagasu	2
Other values (75)	87

Length

Max length	23
Median length	17
Mean length	13.48039216
Min length	7

Characters and Unicode

Total characters	1375
Distinct characters	54
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	63 ?
Unique (%)	61.8%

Sample

1st row	Carolina Kostner
2nd row	Elena Liashenko
3rd row	Elena Sokolova
4th row	Emily Hughes
5th row	Fleur Maxwell

Common Values

Value	Count	Frequency (%)
Yuna Kim	5	4.9%
Carolina Kostner	4	3.9%
Miki Ando	2	2.0%
Mao Asada	2	2.0%
Mirai Nagasu	2	2.0%
Nicole Schott	2	2.0%
Akiko Suzuki	2	2.0%
Yan Liu	2	2.0%
Loena Hendrickx	2	2.0%
Karen Chen	2	2.0%
Other values (70)	77	75.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kim	6	2.9%
yuna	5	2.5%
carolina	4	2.0%
kostner	4	2.0%
elena	3	1.5%
sarah	3	1.5%
julia	3	1.5%
nicole	3	1.5%
liu	3	1.5%
kaetlyn	2	1.0%
Other values (140)	168	82.4%

Most occurring characters

Value	Count	Frequency (%)
a	183	13.3%
i	128	9.3%
e	112	8.1%
n	103	7.5%
	102	7.4%
o	69	5.0%
r	60	4.4%
l	58	4.2%
t	43	3.1%
u	39	2.8%
Other values (44)	478	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1065	77.5%
Uppercase Letter	206	15.0%
Space Separator	102	7.4%
Dash Punctuation	2	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	183	17.2%
i	128	12.0%
e	112	10.5%
n	103	9.7%
o	69	6.5%
r	60	5.6%
l	58	5.4%
t	43	4.0%
u	39	3.7%
k	37	3.5%
Other values (18)	233	21.9%

Uppercase Letter

Value	Count	Frequency (%)
K	26	12.6%
M	24	11.7%
S	24	11.7%
A	17	8.3%
L	13	6.3%
E	12	5.8%
C	10	4.9%
Y	10	4.9%
G	8	3.9%
H	7	3.4%
Other values (14)	55	26.7%

Space Separator

Value	Count	Frequency (%)
	102	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1271	92.4%
Common	104	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	183	14.4%
i	128	10.1%
e	112	8.8%
n	103	8.1%
o	69	5.4%
r	60	4.7%
l	58	4.6%
t	43	3.4%
u	39	3.1%
k	37	2.9%
Other values (42)	439	34.5%

Common

Value	Count	Frequency (%)
	102	98.1%
-	2	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1361	99.0%
None	14	1.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	183	13.4%
i	128	9.4%
e	112	8.2%
n	103	7.6%
	102	7.5%
o	69	5.1%
r	60	4.4%
l	58	4.3%
t	43	3.2%
u	39	2.9%
Other values (41)	464	34.1%

None

Value	Count	Frequency (%)
é	10	71.4%
ö	3	21.4%
ó	1	7.1%

event_final_place
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	20
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.950980392

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3.25
median	6
Q3	9
95-th percentile	17
Maximum	24
Range	23
Interquartile range (IQR)	5.75

Descriptive statistics

Standard deviation	4.855082977
Coefficient of variation (CV)	0.6984745609
Kurtosis	1.717301079
Mean	6.950980392
Median Absolute Deviation (MAD)	3
Skewness	1.321299349
Sum	709
Variance	23.57183071
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	14	13.7%
3	11	10.8%
5	10	9.8%
2	10	9.8%
6	9	8.8%
8	8	7.8%
10	7	6.9%
9	7	6.9%
11	6	5.9%
1	5	4.9%
Other values (10)	15	14.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	4.9%
2	10	9.8%
3	11	10.8%
4	14	13.7%
5	10	9.8%
6	9	8.8%
7	3	2.9%
8	8	7.8%
9	7	6.9%
10	7	6.9%

Value	Count	Frequency (%)
24	1	1.0%
21	1	1.0%
20	2	2.0%
19	1	1.0%
17	2	2.0%
15	2	2.0%
14	1	1.0%
13	1	1.0%
12	1	1.0%
11	6	5.9%

short_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	98
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.48601438

Minimum	34.06
Maximum	85.805
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	34.06
5-th percentile	44.00821429
Q1	52.950625
median	58.6125
Q3	64.910625
95-th percentile	72.08258333
Maximum	85.805
Range	51.745
Interquartile range (IQR)	11.96

Descriptive statistics

Standard deviation	8.941440951
Coefficient of variation (CV)	0.1528816939
Kurtosis	0.3458138
Mean	58.48601438
Median Absolute Deviation (MAD)	6.0525
Skewness	-0.08169482037
Sum	5965.573467
Variance	79.94936628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65.39333333	4	3.9%
56.61	2	2.0%
53.2	1	1.0%
59.12875	1	1.0%
68.86571429	1	1.0%
57.54	1	1.0%
61.27142857	1	1.0%
69.14	1	1.0%
55.965	1	1.0%
69.94	1	1.0%
Other values (88)	88	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
34.06	1	1.0%
37.48	1	1.0%
41.304	1	1.0%
41.54571429	1	1.0%
42.65	1	1.0%
43.97285714	1	1.0%
44.68	1	1.0%
44.812	1	1.0%
44.88625	1	1.0%
44.985	1	1.0%

Value	Count	Frequency (%)
85.805	1	1.0%
76.001	1	1.0%
75.664	1	1.0%
73.116	1	1.0%
72.23	1	1.0%
72.15666667	1	1.0%
70.675	1	1.0%
70.26444444	1	1.0%
69.94	1	1.0%
69.39	1	1.0%

short_place
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	20
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.137254902

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	6
Q3	10
95-th percentile	15.9
Maximum	24
Range	23
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.568595372
Coefficient of variation (CV)	0.6401053956
Kurtosis	1.387868836
Mean	7.137254902
Median Absolute Deviation (MAD)	3
Skewness	1.143568352
Sum	728
Variance	20.87206368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
4	18	17.6%
3	13	12.7%
11	10	9.8%
7	8	7.8%
6	8	7.8%
2	7	6.9%
8	6	5.9%
9	5	4.9%
10	5	4.9%
5	5	4.9%
Other values (10)	17	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	2.9%
2	7	6.9%
3	13	12.7%
4	18	17.6%
5	5	4.9%
6	8	7.8%
7	8	7.8%
8	6	5.9%
9	5	4.9%
10	5	4.9%

Value	Count	Frequency (%)
24	1	1.0%
20	1	1.0%
19	1	1.0%
18	1	1.0%
17	1	1.0%
16	1	1.0%
14	3	2.9%
13	2	2.0%
12	3	2.9%
11	10	9.8%

free_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.5727977

Minimum	68.38
Maximum	183.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	68.38
5-th percentile	80.54425
Q1	95.36375
median	110.3843077
Q3	123.385
95-th percentile	141.6795556
Maximum	183.09
Range	114.71
Interquartile range (IQR)	28.02125

Descriptive statistics

Standard deviation	20.64092876
Coefficient of variation (CV)	0.1866727548
Kurtosis	0.5039238873
Mean	110.5727977
Median Absolute Deviation (MAD)	13.71464286
Skewness	0.3936639411
Sum	11278.42537
Variance	426.04794
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
135.8066667	4	3.9%
88.59375	1	1.0%
116.6509091	1	1.0%
114.72625	1	1.0%
107.4828571	1	1.0%
131.82	1	1.0%
115.28	1	1.0%
118.5571429	1	1.0%
133.155	1	1.0%
92.02	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
68.38	1	1.0%
70.5	1	1.0%
72.53375	1	1.0%
75.104	1	1.0%
75.86571429	1	1.0%
80.415	1	1.0%
83	1	1.0%
83.07	1	1.0%
83.17857143	1	1.0%
83.26	1	1.0%

Value	Count	Frequency (%)
183.09	1	1.0%
155.852	1	1.0%
153.965	1	1.0%
147.6033333	1	1.0%
145.802	1	1.0%
141.9211111	1	1.0%
137.09	1	1.0%
135.8066667	4	3.9%
135.59	1	1.0%
135.504	1	1.0%

free_place
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	20
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.901960784

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	16.95
Maximum	24
Range	23
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.851272782
Coefficient of variation (CV)	0.7028832723
Kurtosis	1.760556509
Mean	6.901960784
Median Absolute Deviation (MAD)	3
Skewness	1.288511733
Sum	704
Variance	23.5348476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
3	13	12.7%
6	12	11.8%
4	11	10.8%
1	10	9.8%
5	9	8.8%
9	8	7.8%
11	6	5.9%
10	6	5.9%
8	6	5.9%
7	5	4.9%
Other values (10)	16	15.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	10	9.8%
2	4	3.9%
3	13	12.7%
4	11	10.8%
5	9	8.8%
6	12	11.8%
7	5	4.9%
8	6	5.9%
9	8	7.8%
10	6	5.9%

Value	Count	Frequency (%)
24	1	1.0%
21	1	1.0%
20	2	2.0%
19	1	1.0%
17	1	1.0%
16	1	1.0%
15	2	2.0%
14	1	1.0%
12	2	2.0%
11	6	5.9%

event_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	169.8327322

Minimum	102.44
Maximum	268.895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	102.44
5-th percentile	126.32365
Q1	149.7004167
median	169.5505
Q3	190.9164286
95-th percentile	213.8091889
Maximum	268.895
Range	166.455
Interquartile range (IQR)	41.2160119

Descriptive statistics

Standard deviation	28.58243823
Coefficient of variation (CV)	0.1682975823
Kurtosis	0.5579295757
Mean	169.8327322
Median Absolute Deviation (MAD)	20.16133333
Skewness	0.2844943535
Sum	17322.93869
Variance	816.9557752
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
201.2	4	3.9%
145.1	1	1.0%
178.9618182	1	1.0%
173.855	1	1.0%
164.0928571	1	1.0%
200.6857143	1	1.0%
172.82	1	1.0%
179.8285714	1	1.0%
202.295	1	1.0%
147.985	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
102.44	1	1.0%
107.98	1	1.0%
119.795	1	1.0%
120.874	1	1.0%
122.5442857	1	1.0%
126.27	1	1.0%
127.343	1	1.0%
127.5171429	1	1.0%
127.75	1	1.0%
128.245	1	1.0%

Value	Count	Frequency (%)
268.895	1	1.0%
231.516	1	1.0%
226.195	1	1.0%
221.803	1	1.0%
216.9933333	1	1.0%
214.0777778	1	1.0%
208.706	1	1.0%
204.715	1	1.0%
204.1	1	1.0%
202.32	1	1.0%

short_elements_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.06663574

Minimum	15.1
Maximum	49.005
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	15.1
5-th percentile	24.14620238
Q1	28.3290625
median	31.0525
Q3	33.88375
95-th percentile	37.996
Maximum	49.005
Range	33.905
Interquartile range (IQR)	5.5546875

Descriptive statistics

Standard deviation	5.060295286
Coefficient of variation (CV)	0.1628852036
Kurtosis	1.825342599
Mean	31.06663574
Median Absolute Deviation (MAD)	2.81
Skewness	-0.1196998679
Sum	3168.796845
Variance	25.60658838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.26	4	3.9%
27.35	1	1.0%
33.21090909	1	1.0%
30.14375	1	1.0%
30.26142857	1	1.0%
36.79285714	1	1.0%
30.71	1	1.0%
31.97	1	1.0%
38.425	1	1.0%
29.855	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15.1	1	1.0%
15.88	1	1.0%
20.722	1	1.0%
22.08428571	1	1.0%
22.13	1	1.0%
24.13833333	1	1.0%
24.29571429	1	1.0%
24.373	1	1.0%
24.61666667	1	1.0%
24.7075	1	1.0%

Value	Count	Frequency (%)
49.005	1	1.0%
41.234	1	1.0%
40.872	1	1.0%
38.425	1	1.0%
38.35666667	1	1.0%
38	1	1.0%
37.92	1	1.0%
37.63	1	1.0%
37.49666667	1	1.0%
37.094	1	1.0%

short_elements_rank
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	74
Distinct (%)	72.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.064444899

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4.5
median	6
Q3	9.59375
95-th percentile	13
Maximum	21
Range	20
Interquartile range (IQR)	5.09375

Descriptive statistics

Standard deviation	3.838533199
Coefficient of variation (CV)	0.543359493
Kurtosis	1.294756026
Mean	7.064444899
Median Absolute Deviation (MAD)	2.343137255
Skewness	0.9943659857
Sum	720.5733797
Variance	14.73433712
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	7	6.9%
11	5	4.9%
2	4	3.9%
5	4	3.9%
10	3	2.9%
13	2	2.0%
9	2	2.0%
4.857142857	2	2.0%
12	2	2.0%
5.6	2	2.0%
Other values (64)	69	67.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.0%
1.3	1	1.0%
1.5	1	1.0%
1.6	1	1.0%
1.714285714	1	1.0%
2	4	3.9%
2.166666667	1	1.0%
3.125	1	1.0%
3.307692308	1	1.0%
3.428571429	1	1.0%

Value	Count	Frequency (%)
21	1	1.0%
18	1	1.0%
17.33333333	1	1.0%
15.75	1	1.0%
14.5	1	1.0%
13	2	2.0%
12.83333333	1	1.0%
12.4	1	1.0%
12	2	2.0%
11.5	1	1.0%

short_components_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	97
Distinct (%)	95.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	27.54458087

Minimum	18.96
Maximum	36.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	18.96
5-th percentile	20.4392625
Q1	25.2665
median	27.90541667
Q3	30.27154762
95-th percentile	34.15908333
Maximum	36.8
Range	17.84
Interquartile range (IQR)	5.005047619

Descriptive statistics

Standard deviation	4.141966488
Coefficient of variation (CV)	0.1503731898
Kurtosis	-0.4944705432
Mean	27.54458087
Median Absolute Deviation (MAD)	2.612416667
Skewness	-0.1259999785
Sum	2809.547249
Variance	17.15588639
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.13333333	4	3.9%
25.975	2	2.0%
29.1	2	2.0%
29.485	1	1.0%
26.63428571	1	1.0%
32.07285714	1	1.0%
26.83	1	1.0%
29.73	1	1.0%
30.715	1	1.0%
26.11	1	1.0%
Other values (87)	87	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
18.96	1	1.0%
19.19	1	1.0%
19.60428571	1	1.0%
19.78	1	1.0%
20.10571429	1	1.0%
20.42875	1	1.0%
20.639	1	1.0%
20.782	1	1.0%
20.78333333	1	1.0%
21.06	1	1.0%

Value	Count	Frequency (%)
36.8	1	1.0%
36.564	1	1.0%
35.229	1	1.0%
34.63	1	1.0%
34.26777778	1	1.0%
34.20666667	1	1.0%
33.255	1	1.0%
33.179	1	1.0%
32.57142857	1	1.0%
32.56	1	1.0%

short_components_rank
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	82
Distinct (%)	80.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.682966162

Minimum	1
Maximum	29.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	1.666666667
Q1	3.732142857
median	6.226190476
Q3	10.23928571
95-th percentile	16.445
Maximum	29.5
Range	28.5
Interquartile range (IQR)	6.507142857

Descriptive statistics

Standard deviation	5.464903793
Coefficient of variation (CV)	0.7113012967
Kurtosis	2.842101711
Mean	7.682966162
Median Absolute Deviation (MAD)	3.25
Skewness	1.472498629
Sum	783.6625486
Variance	29.86517347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	6	5.9%
1.666666667	4	3.9%
6	3	2.9%
15	3	2.9%
8.333333333	2	2.0%
10	2	2.0%
2	2	2.0%
3.166666667	2	2.0%
5.8	2	2.0%
4	2	2.0%
Other values (72)	74	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.0%
1.142857143	1	1.0%
1.166666667	1	1.0%
1.666666667	4	3.9%
1.692307692	1	1.0%
1.714285714	1	1.0%
1.9	1	1.0%
2	2	2.0%
2.125	1	1.0%
2.230769231	1	1.0%

Value	Count	Frequency (%)
29.5	1	1.0%
25	1	1.0%
24	1	1.0%
22.66666667	1	1.0%
18	1	1.0%
16.5	1	1.0%
15.4	1	1.0%
15	3	2.9%
14.9	1	1.0%
14	1	1.0%

free_elements_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.17984578

Minimum	29.82
Maximum	107.585
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	29.82
5-th percentile	37.33382143
Q1	46.35885417
median	55.32035714
Q3	61.79392857
95-th percentile	72.65972222
Maximum	107.585
Range	77.765
Interquartile range (IQR)	15.4350744

Descriptive statistics

Standard deviation	12.32260506
Coefficient of variation (CV)	0.2233171348
Kurtosis	2.685014549
Mean	55.17984578
Median Absolute Deviation (MAD)	8.006309524
Skewness	0.9059256046
Sum	5628.34427
Variance	151.8465954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67.63333333	4	3.9%
38.275	1	1.0%
57.62727273	1	1.0%
56.3725	1	1.0%
55.25571429	1	1.0%
65.81857143	1	1.0%
58.65	1	1.0%
58.48571429	1	1.0%
68.085	1	1.0%
42.65	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
29.82	1	1.0%
30.62	1	1.0%
33.28625	1	1.0%
34.832	1	1.0%
36.7	1	1.0%
37.28428571	1	1.0%
38.275	1	1.0%
39.8	1	1.0%
39.898	1	1.0%
40.4675	1	1.0%

Value	Count	Frequency (%)
107.585	1	1.0%
88.97666667	1	1.0%
86.522	1	1.0%
78.16666667	1	1.0%
73.777	1	1.0%
72.68	1	1.0%
72.27444444	1	1.0%
71.248	1	1.0%
69.0175	1	1.0%
68.085	1	1.0%

free_elements_rank
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	80
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.922738229

Minimum	1
Maximum	24
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	1.43
Q1	3.85
median	6
Q3	8.975
95-th percentile	15.2125
Maximum	24
Range	23
Interquartile range (IQR)	5.125

Descriptive statistics

Standard deviation	4.516996372
Coefficient of variation (CV)	0.6524869528
Kurtosis	3.274587733
Mean	6.922738229
Median Absolute Deviation (MAD)	2.563492063
Skewness	1.526147728
Sum	706.1192993
Variance	20.40325622
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	7	6.9%
6	5	4.9%
4	2	2.0%
3	2	2.0%
24	2	2.0%
5	2	2.0%
1	2	2.0%
5.25	2	2.0%
3.5	2	2.0%
7.125	2	2.0%
Other values (70)	74	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2	2.0%
1.1	1	1.0%
1.142857143	1	1.0%
1.333333333	1	1.0%
1.4	1	1.0%
2	7	6.9%
2.333333333	1	1.0%
2.882352941	1	1.0%
3	2	2.0%
3.076923077	1	1.0%

Value	Count	Frequency (%)
24	2	2.0%
20.66666667	1	1.0%
17	1	1.0%
16	1	1.0%
15.25	1	1.0%
14.5	1	1.0%
14	1	1.0%
13	1	1.0%
12	1	1.0%
11.83333333	1	1.0%

free_components_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.73600051

Minimum	37.76
Maximum	75.505
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	37.76
5-th percentile	39.89738571
Q1	50.34388889
median	56.24375
Q3	62.65194444
95-th percentile	69.39016667
Maximum	75.505
Range	37.745
Interquartile range (IQR)	12.30805556

Descriptive statistics

Standard deviation	9.018775005
Coefficient of variation (CV)	0.161812382
Kurtosis	-0.6659280937
Mean	55.73600051
Median Absolute Deviation (MAD)	6.353888889
Skewness	-0.08277655941
Sum	5685.072052
Variance	81.33830258
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68.50666667	4	3.9%
50.44375	1	1.0%
59.38727273	1	1.0%
58.35375	1	1.0%
52.79857143	1	1.0%
66.14428571	1	1.0%
56.63	1	1.0%
60.64285714	1	1.0%
65.57	1	1.0%
49.87	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.76	1	1.0%
38.18	1	1.0%
39.16714286	1	1.0%
39.28	1	1.0%
39.6225	1	1.0%
39.86714286	1	1.0%
40.472	1	1.0%
41.017	1	1.0%
41.34666667	1	1.0%
41.68	1	1.0%

Value	Count	Frequency (%)
75.505	1	1.0%
73.75	1	1.0%
72.425	1	1.0%
69.93	1	1.0%
69.75777778	1	1.0%
69.43666667	1	1.0%
68.50666667	4	3.9%
66.98833333	1	1.0%
66.985	1	1.0%
66.627	1	1.0%

free_components_rank
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	82
Distinct (%)	80.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2570282

Minimum	1
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	1.008333333
Q1	3.525
median	5.25
Q3	10.3625
95-th percentile	17.95
Maximum	23
Range	22
Interquartile range (IQR)	6.8375

Descriptive statistics

Standard deviation	5.109619337
Coefficient of variation (CV)	0.7040925288
Kurtosis	1.032074278
Mean	7.2570282
Median Absolute Deviation (MAD)	2.8
Skewness	1.137721425
Sum	740.2168764
Variance	26.10820977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	6	5.9%
5	4	3.9%
3.5	3	2.9%
11.33333333	2	2.0%
21	2	2.0%
3	2	2.0%
4	2	2.0%
1.6	2	2.0%
5.25	2	2.0%
7.090909091	2	2.0%
Other values (72)	75	73.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	5.9%
1.166666667	1	1.0%
1.461538462	1	1.0%
1.5	1	1.0%
1.6	2	2.0%
1.928571429	1	1.0%
2.235294118	1	1.0%
2.333333333	1	1.0%
2.4	1	1.0%
2.555555556	1	1.0%

Value	Count	Frequency (%)
23	1	1.0%
22	1	1.0%
21	2	2.0%
20	1	1.0%
18	1	1.0%
17	1	1.0%
15	1	1.0%
14.25	1	1.0%
13.75	1	1.0%
13.625	1	1.0%

free_deductions
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	43
Distinct (%)	42.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5231967123

Minimum	0
Maximum	6
Zeros	21
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.1488095238
median	0.3693181818
Q3	0.61875
95-th percentile	1.491666667
Maximum	6
Range	6
Interquartile range (IQR)	0.4699404762

Descriptive statistics

Standard deviation	0.7108190993
Coefficient of variation (CV)	1.358607733
Kurtosis	34.63773389
Mean	0.5231967123
Median Absolute Deviation (MAD)	0.2375
Skewness	4.872273874
Sum	53.36606465
Variance	0.505263792
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	21	20.6%
0.5	8	7.8%
0.3333333333	7	6.9%
0.4	4	3.9%
1	4	3.9%
0.2	4	3.9%
0.375	4	3.9%
0.6	3	2.9%
0.25	3	2.9%
0.1666666667	3	2.9%
Other values (33)	41	40.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	21	20.6%
0.07692307692	1	1.0%
0.1111111111	1	1.0%
0.125	2	2.0%
0.1428571429	1	1.0%
0.1666666667	3	2.9%
0.2	4	3.9%
0.2142857143	1	1.0%
0.2222222222	1	1.0%
0.2307692308	1	1.0%

Value	Count	Frequency (%)
6	1	1.0%
2	2	2.0%
1.666666667	1	1.0%
1.5	2	2.0%
1.333333333	1	1.0%
1.3	1	1.0%
1.285714286	1	1.0%
1.25	1	1.0%
1.222222222	1	1.0%
1.125	1	1.0%

short_deductions
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	28
Distinct (%)	27.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2071405078

Minimum	0
Maximum	1.5
Zeros	40
Zeros (%)	39.2%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.125
Q3	0.3
95-th percentile	0.6666666667
Maximum	1.5
Range	1.5
Interquartile range (IQR)	0.3

Descriptive statistics

Standard deviation	0.2779812067
Coefficient of variation (CV)	1.341993459
Kurtosis	6.021267349
Mean	0.2071405078
Median Absolute Deviation (MAD)	0.125
Skewness	2.203609798
Sum	21.1283318
Variance	0.07727355128
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	40	39.2%
0.5	7	6.9%
0.2	6	5.9%
0.125	5	4.9%
0.25	5	4.9%
0.3333333333	4	3.9%
0.2857142857	4	3.9%
1	3	2.9%
0.1	3	2.9%
0.1666666667	2	2.0%
Other values (18)	23	22.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40	39.2%
0.05882352941	1	1.0%
0.07142857143	1	1.0%
0.07692307692	1	1.0%
0.08333333333	1	1.0%
0.09523809524	1	1.0%
0.1	3	2.9%
0.1111111111	2	2.0%
0.125	5	4.9%
0.1428571429	1	1.0%

Value	Count	Frequency (%)
1.5	1	1.0%
1.2	1	1.0%
1	3	2.9%
0.6666666667	2	2.0%
0.5	7	6.9%
0.4444444444	1	1.0%
0.4285714286	2	2.0%
0.375	1	1.0%
0.3636363636	1	1.0%
0.3333333333	4	3.9%

event_deductions
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	51
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.7303372201

Minimum	0
Maximum	6
Zeros	14
Zeros (%)	13.7%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.3333333333
median	0.5773809524
Q3	1
95-th percentile	1.711904762
Maximum	6
Range	6
Interquartile range (IQR)	0.6666666667

Descriptive statistics

Standard deviation	0.7763939095
Coefficient of variation (CV)	1.063062224
Kurtosis	20.88552177
Mean	0.7303372201
Median Absolute Deviation (MAD)	0.3412698413
Skewness	3.626063813
Sum	74.49439645
Variance	0.6027875028
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14	13.7%
1	11	10.8%
0.5	8	7.8%
0.3333333333	6	5.9%
0.75	4	3.9%
0.625	3	2.9%
0.4	3	2.9%
0.2	3	2.9%
0.25	2	2.0%
1.333333333	2	2.0%
Other values (41)	46	45.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	13.7%
0.1111111111	1	1.0%
0.1428571429	1	1.0%
0.1538461538	1	1.0%
0.1666666667	1	1.0%
0.2	3	2.9%
0.2222222222	1	1.0%
0.25	2	2.0%
0.3	1	1.0%
0.3333333333	6	5.9%

Value	Count	Frequency (%)
6	1	1.0%
3	1	1.0%
2.666666667	1	1.0%
2.333333333	1	1.0%
1.8	1	1.0%
1.714285714	1	1.0%
1.666666667	2	2.0%
1.6	1	1.0%
1.5	1	1.0%
1.444444444	1	1.0%

under_rotations
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	41
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5632498685

Minimum	0
Maximum	2.5
Zeros	30
Zeros (%)	29.4%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	0.8972222222
95-th percentile	1.598571429
Maximum	2.5
Range	2.5
Interquartile range (IQR)	0.8972222222

Descriptive statistics

Standard deviation	0.5484577005
Coefficient of variation (CV)	0.9737378226
Kurtosis	1.068433446
Mean	0.5632498685
Median Absolute Deviation (MAD)	0.5
Skewness	1.056756599
Sum	57.45148659
Variance	0.3008058493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0	30	29.4%
0.5	10	9.8%
1	9	8.8%
0.3333333333	6	5.9%
0.6666666667	4	3.9%
0.4	4	3.9%
1.25	2	2.0%
1.6	2	2.0%
1.428571429	2	2.0%
0.3	2	2.0%
Other values (31)	31	30.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	29.4%
0.1	1	1.0%
0.1111111111	1	1.0%
0.2142857143	1	1.0%
0.25	1	1.0%
0.3	2	2.0%
0.3076923077	1	1.0%
0.3333333333	6	5.9%
0.4	4	3.9%
0.4285714286	1	1.0%

Value	Count	Frequency (%)
2.5	1	1.0%
2.25	1	1.0%
1.8	1	1.0%
1.75	1	1.0%
1.6	2	2.0%
1.571428571	1	1.0%
1.428571429	2	2.0%
1.384615385	1	1.0%
1.25	2	2.0%
1.2	1	1.0%

downgrades
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	15
Distinct (%)	14.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1126257729

Minimum	0
Maximum	1
Zeros	71
Zeros (%)	69.6%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1916666667
95-th percentile	0.4964285714
Maximum	1
Range	1
Interquartile range (IQR)	0.1916666667

Descriptive statistics

Standard deviation	0.2147113998
Coefficient of variation (CV)	1.90641444
Kurtosis	6.783861359
Mean	0.1126257729
Median Absolute Deviation (MAD)	0
Skewness	2.445773403
Sum	11.48782884
Variance	0.0461009852
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	71	69.6%
0.3333333333	7	6.9%
0.2857142857	3	2.9%
1	3	2.9%
0.5	3	2.9%
0.25	2	2.0%
0.2	2	2.0%
0.4285714286	2	2.0%
0.1	2	2.0%
0.4	2	2.0%
Other values (5)	5	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	69.6%
0.08333333333	1	1.0%
0.1	2	2.0%
0.1538461538	1	1.0%
0.1666666667	1	1.0%
0.2	2	2.0%
0.25	2	2.0%
0.2727272727	1	1.0%
0.2857142857	3	2.9%
0.3333333333	7	6.9%

Value	Count	Frequency (%)
1	3	2.9%
0.5	3	2.9%
0.4285714286	2	2.0%
0.4	2	2.0%
0.3636363636	1	1.0%
0.3333333333	7	6.9%
0.2857142857	3	2.9%
0.2727272727	1	1.0%
0.25	2	2.0%
0.2	2	2.0%

edge_error
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	27
Distinct (%)	26.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2194726442

Minimum	0
Maximum	1.6
Zeros	63
Zeros (%)	61.8%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.3333333333
95-th percentile	1.067857143
Maximum	1.6
Range	1.6
Interquartile range (IQR)	0.3333333333

Descriptive statistics

Standard deviation	0.3698053966
Coefficient of variation (CV)	1.684972621
Kurtosis	2.548878423
Mean	0.2194726442
Median Absolute Deviation (MAD)	0
Skewness	1.82328321
Sum	22.38620971
Variance	0.1367560313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	63	61.8%
0.3333333333	6	5.9%
1	4	3.9%
0.5714285714	2	2.0%
0.2	2	2.0%
0.5	2	2.0%
1.25	2	2.0%
0.3636363636	2	2.0%
0.25	1	1.0%
0.1	1	1.0%
Other values (17)	17	16.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	63	61.8%
0.04761904762	1	1.0%
0.1	1	1.0%
0.1538461538	1	1.0%
0.1666666667	1	1.0%
0.1818181818	1	1.0%
0.2	2	2.0%
0.2222222222	1	1.0%
0.25	1	1.0%
0.3	1	1.0%

Value	Count	Frequency (%)
1.6	1	1.0%
1.25	2	2.0%
1.2	1	1.0%
1.125	1	1.0%
1.071428571	1	1.0%
1	4	3.9%
0.8571428571	1	1.0%
0.8	1	1.0%
0.7	1	1.0%
0.5714285714	2	2.0%

suspected_edge_error
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	21
Distinct (%)	20.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1777770512

Minimum	0
Maximum	1.666666667
Zeros	71
Zeros (%)	69.6%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2232142857
95-th percentile	0.8833333333
Maximum	1.666666667
Range	1.666666667
Interquartile range (IQR)	0.2232142857

Descriptive statistics

Standard deviation	0.3291444088
Coefficient of variation (CV)	1.851444866
Kurtosis	3.920439409
Mean	0.1777770512
Median Absolute Deviation (MAD)	0
Skewness	1.987893425
Sum	18.13325922
Variance	0.1083360418
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	71	69.6%
1	4	3.9%
0.6	3	2.9%
0.6666666667	3	2.9%
0.4	3	2.9%
0.75	2	2.0%
0.5	2	2.0%
0.1428571429	1	1.0%
1.666666667	1	1.0%
0.25	1	1.0%
Other values (11)	11	10.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	69.6%
0.09090909091	1	1.0%
0.1	1	1.0%
0.1111111111	1	1.0%
0.1176470588	1	1.0%
0.1428571429	1	1.0%
0.25	1	1.0%
0.2857142857	1	1.0%
0.4	3	2.9%
0.4285714286	1	1.0%

Value	Count	Frequency (%)
1.666666667	1	1.0%
1	4	3.9%
0.8888888889	1	1.0%
0.7777777778	1	1.0%
0.75	2	2.0%
0.6923076923	1	1.0%
0.6666666667	3	2.9%
0.6363636364	1	1.0%
0.6	3	2.9%
0.5	2	2.0%

suspected_rotation_error
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	8
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0664021164

Minimum	0
Maximum	1
Zeros	89
Zeros (%)	87.3%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1995222265
Coefficient of variation (CV)	3.004757036
Kurtosis	10.43120297
Mean	0.0664021164
Median Absolute Deviation (MAD)	0
Skewness	3.262834822
Sum	6.773015873
Variance	0.03980911886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	89	87.3%
0.5	3	2.9%
0.6666666667	3	2.9%
1	2	2.0%
0.2	2	2.0%
0.3333333333	1	1.0%
0.1111111111	1	1.0%
0.4285714286	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	87.3%
0.1111111111	1	1.0%
0.2	2	2.0%
0.3333333333	1	1.0%
0.4285714286	1	1.0%
0.5	3	2.9%
0.6666666667	3	2.9%
1	2	2.0%

Value	Count	Frequency (%)
1	2	2.0%
0.6666666667	3	2.9%
0.5	3	2.9%
0.4285714286	1	1.0%
0.3333333333	1	1.0%
0.2	2	2.0%
0.1111111111	1	1.0%
0	89	87.3%

combo_no_credit
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	19
Distinct (%)	18.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0884078516

Minimum	0
Maximum	1
Zeros	72
Zeros (%)	70.6%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1
95-th percentile	0.5
Maximum	1
Range	1
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.175408655
Coefficient of variation (CV)	1.984084579
Kurtosis	7.259729438
Mean	0.0884078516
Median Absolute Deviation (MAD)	0
Skewness	2.475961266
Sum	9.017600863
Variance	0.03076819625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	72	70.6%
0.5	5	4.9%
0.375	4	3.9%
0.125	3	2.9%
0.3	2	2.0%
0.3333333333	2	2.0%
0.1	2	2.0%
0.05882352941	1	1.0%
0.1818181818	1	1.0%
0.1428571429	1	1.0%
Other values (9)	9	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	72	70.6%
0.05882352941	1	1.0%
0.07692307692	1	1.0%
0.09090909091	1	1.0%
0.1	2	2.0%
0.125	3	2.9%
0.1428571429	1	1.0%
0.1666666667	1	1.0%
0.1818181818	1	1.0%
0.2	1	1.0%

Value	Count	Frequency (%)
1	1	1.0%
0.5714285714	1	1.0%
0.5	5	4.9%
0.375	4	3.9%
0.3333333333	2	2.0%
0.3	2	2.0%
0.25	1	1.0%
0.2222222222	1	1.0%
0.2142857143	1	1.0%
0.2	1	1.0%

illegal_element
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	15
Distinct (%)	14.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04029107187

Minimum	0
Maximum	0.5
Zeros	77
Zeros (%)	75.5%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2211111111
Maximum	0.5
Range	0.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.08569196141
Coefficient of variation (CV)	2.12682258
Kurtosis	8.866931774
Mean	0.04029107187
Median Absolute Deviation (MAD)	0
Skewness	2.706662181
Sum	4.10968933
Variance	0.00734311225
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	77	75.5%
0.1111111111	4	3.9%
0.1428571429	4	3.9%
0.25	3	2.9%
0.125	2	2.0%
0.09090909091	2	2.0%
0.2	2	2.0%
0.2222222222	1	1.0%
0.1	1	1.0%
0.1666666667	1	1.0%
Other values (5)	5	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	77	75.5%
0.04761904762	1	1.0%
0.05882352941	1	1.0%
0.08333333333	1	1.0%
0.09090909091	2	2.0%
0.1	1	1.0%
0.1111111111	4	3.9%
0.125	2	2.0%
0.1428571429	4	3.9%
0.1666666667	1	1.0%

Value	Count	Frequency (%)
0.5	1	1.0%
0.3333333333	1	1.0%
0.25	3	2.9%
0.2222222222	1	1.0%
0.2	2	2.0%
0.1666666667	1	1.0%
0.1428571429	4	3.9%
0.125	2	2.0%
0.1111111111	4	3.9%
0.1	1	1.0%

jump_errors_all
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	61
Distinct (%)	59.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.754384429

Minimum	0
Maximum	8
Zeros	7
Zeros (%)	6.9%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1.563492063
Q3	2.482142857
95-th percentile	3.62375
Maximum	8
Range	8
Interquartile range (IQR)	1.482142857

Descriptive statistics

Standard deviation	1.259120551
Coefficient of variation (CV)	0.717699342
Kurtosis	4.730524937
Mean	1.754384429
Median Absolute Deviation (MAD)	0.73356676
Skewness	1.420151508
Sum	178.9472118
Variance	1.585384561
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12	11.8%
2	8	7.8%
0	7	6.9%
1.5	6	5.9%
0.6	4	3.9%
3	3	2.9%
2.75	2	2.0%
0.375	2	2.0%
3.5	2	2.0%
4	2	2.0%
Other values (51)	54	52.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	6.9%
0.1111111111	1	1.0%
0.1428571429	1	1.0%
0.3	1	1.0%
0.3333333333	1	1.0%
0.375	2	2.0%
0.5	1	1.0%
0.6	4	3.9%
0.625	1	1.0%
0.6666666667	2	2.0%

Value	Count	Frequency (%)
8	1	1.0%
4.666666667	1	1.0%
4	2	2.0%
3.666666667	1	1.0%
3.625	1	1.0%
3.6	1	1.0%
3.583333333	1	1.0%
3.571428571	1	1.0%
3.5	2	2.0%
3.375	1	1.0%

jump_errors_costly
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	49
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9313708446

Minimum	0
Maximum	7
Zeros	11
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.4071428571
median	0.775
Q3	1.125
95-th percentile	1.992857143
Maximum	7
Range	7
Interquartile range (IQR)	0.7178571429

Descriptive statistics

Standard deviation	0.8944997439
Coefficient of variation (CV)	0.9604120088
Kurtosis	20.80246931
Mean	0.9313708446
Median Absolute Deviation (MAD)	0.3625
Skewness	3.568116758
Sum	94.99982615
Variance	0.8001297918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0	11	10.8%
1	9	8.8%
0.5	6	5.9%
0.3333333333	5	4.9%
0.6666666667	5	4.9%
1.5	5	4.9%
0.75	5	4.9%
1.666666667	4	3.9%
0.2	3	2.9%
0.8	3	2.9%
Other values (39)	46	45.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	10.8%
0.1538461538	1	1.0%
0.2	3	2.9%
0.2222222222	1	1.0%
0.3333333333	5	4.9%
0.375	2	2.0%
0.4	3	2.9%
0.4285714286	1	1.0%
0.4444444444	1	1.0%
0.5	6	5.9%

Value	Count	Frequency (%)
7	1	1.0%
3.5	1	1.0%
3.166666667	1	1.0%
2.833333333	1	1.0%
2	2	2.0%
1.857142857	1	1.0%
1.8	1	1.0%
1.7	1	1.0%
1.666666667	4	3.9%
1.625	1	1.0%

triple_triple
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	23
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1345410117

Minimum	0
Maximum	2
Zeros	56
Zeros (%)	54.9%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.2107142857
95-th percentile	0.4
Maximum	2
Range	2
Interquartile range (IQR)	0.2107142857

Descriptive statistics

Standard deviation	0.2472265947
Coefficient of variation (CV)	1.837555639
Kurtosis	31.8905645
Mean	0.1345410117
Median Absolute Deviation (MAD)	0
Skewness	4.685478936
Sum	13.72318319
Variance	0.06112098911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0	56	54.9%
0.25	8	7.8%
0.2	5	4.9%
0.4	4	3.9%
0.1111111111	3	2.9%
0.3333333333	3	2.9%
0.1666666667	3	2.9%
0.2857142857	2	2.0%
0.09090909091	2	2.0%
0.125	2	2.0%
Other values (13)	14	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	56	54.9%
0.07692307692	1	1.0%
0.09090909091	2	2.0%
0.1111111111	3	2.9%
0.1176470588	1	1.0%
0.125	2	2.0%
0.1428571429	2	2.0%
0.1666666667	3	2.9%
0.1904761905	1	1.0%
0.2	5	4.9%

Value	Count	Frequency (%)
2	1	1.0%
0.75	1	1.0%
0.6666666667	1	1.0%
0.5714285714	1	1.0%
0.5	1	1.0%
0.4	4	3.9%
0.375	1	1.0%
0.3333333333	3	2.9%
0.3076923077	1	1.0%
0.2857142857	2	2.0%

quad
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	944.0 B

0.0	98
1.0	3
0.07692307692307693	1

Length

Max length	19
Median length	3
Mean length	3.156862745
Min length	3

Characters and Unicode

Total characters	322
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	98	96.1%
1.0	3	2.9%
0.07692307692307693	1	1.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0.0	98	96.1%
1.0	3	2.9%
0.07692307692307693	1	1.0%

Most occurring characters

Value	Count	Frequency (%)
0	203	63.0%
.	102	31.7%
1	3	0.9%
7	3	0.9%
6	3	0.9%
9	3	0.9%
3	3	0.9%
2	2	0.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	220	68.3%
Other Punctuation	102	31.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	203	92.3%
1	3	1.4%
7	3	1.4%
6	3	1.4%
9	3	1.4%
3	3	1.4%
2	2	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	102	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	322	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	203	63.0%
.	102	31.7%
1	3	0.9%
7	3	0.9%
6	3	0.9%
9	3	0.9%
3	3	0.9%
2	2	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	203	63.0%
.	102	31.7%
1	3	0.9%
7	3	0.9%
6	3	0.9%
9	3	0.9%
3	3	0.9%
2	2	0.6%

triple_axel
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	8
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.102515516

Minimum	0
Maximum	2
Zeros	93
Zeros (%)	91.2%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.6432773109
Maximum	2
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3848633786
Coefficient of variation (CV)	3.754196375
Kurtosis	17.13811777
Mean	0.102515516
Median Absolute Deviation (MAD)	0
Skewness	4.164798947
Sum	10.45658263
Variance	0.1481198202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	93	91.2%
2	3	2.9%
0.6470588235	1	1.0%
1.071428571	1	1.0%
0.5	1	1.0%
0.3333333333	1	1.0%
1.333333333	1	1.0%
0.5714285714	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	93	91.2%
0.3333333333	1	1.0%
0.5	1	1.0%
0.5714285714	1	1.0%
0.6470588235	1	1.0%
1.071428571	1	1.0%
1.333333333	1	1.0%
2	3	2.9%

Value	Count	Frequency (%)
2	3	2.9%
1.333333333	1	1.0%
1.071428571	1	1.0%
0.6470588235	1	1.0%
0.5714285714	1	1.0%
0.5	1	1.0%
0.3333333333	1	1.0%
0	93	91.2%

country
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	29
Distinct (%)	28.4%
Missing	0
Missing (%)	0.0%
Memory size	944.0 B

japan	14
usa	13
russia	11
canada	8
south_korea	8
Other values (24)	48

Length

Max length	14
Median length	10
Mean length	6.470588235
Min length	3

Characters and Unicode

Total characters	660
Distinct characters	26
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	12.7%

Sample

1st row	italy
2nd row	ukraine
3rd row	russia
4th row	usa
5th row	luxembourg

Common Values

Value	Count	Frequency (%)
japan	14	13.7%
usa	13	12.7%
russia	11	10.8%
canada	8	7.8%
south_korea	8	7.8%
italy	5	4.9%
china	5	4.9%
germany	4	3.9%
hungary	4	3.9%
finland	4	3.9%
Other values (19)	26	25.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
japan	14	13.7%
usa	13	12.7%
russia	11	10.8%
canada	8	7.8%
south_korea	8	7.8%
italy	5	4.9%
china	5	4.9%
germany	4	3.9%
hungary	4	3.9%
finland	4	3.9%
Other values (19)	26	25.5%

Most occurring characters

Value	Count	Frequency (%)
a	139	21.1%
n	55	8.3%
s	54	8.2%
u	50	7.6%
r	46	7.0%
i	44	6.7%
e	31	4.7%
t	24	3.6%
o	23	3.5%
l	22	3.3%
Other values (16)	172	26.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	651	98.6%
Connector Punctuation	9	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	139	21.4%
n	55	8.4%
s	54	8.3%
u	50	7.7%
r	46	7.1%
i	44	6.8%
e	31	4.8%
t	24	3.7%
o	23	3.5%
l	22	3.4%
Other values (15)	163	25.0%

Connector Punctuation

Value	Count	Frequency (%)
_	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	651	98.6%
Common	9	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	139	21.4%
n	55	8.4%
s	54	8.3%
u	50	7.7%
r	46	7.1%
i	44	6.8%
e	31	4.8%
t	24	3.7%
o	23	3.5%
l	22	3.4%
Other values (15)	163	25.0%

Common

Value	Count	Frequency (%)
_	9	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	660	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	139	21.1%
n	55	8.3%
s	54	8.2%
u	50	7.6%
r	46	7.0%
i	44	6.7%
e	31	4.7%
t	24	3.6%
o	23	3.5%
l	22	3.3%
Other values (16)	172	26.1%

oly_event_final_place
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	25
Distinct (%)	24.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.14705882

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
median	11
Q3	17
95-th percentile	23
Maximum	25
Range	24
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.96582472
Coefficient of variation (CV)	0.6249024815
Kurtosis	-1.102180616
Mean	11.14705882
Median Absolute Deviation (MAD)	6
Skewness	0.2475913567
Sum	1137
Variance	48.52271404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2	8	7.8%
15	5	4.9%
8	5	4.9%
14	5	4.9%
7	5	4.9%
4	5	4.9%
19	5	4.9%
3	5	4.9%
5	5	4.9%
1	5	4.9%
Other values (15)	49	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	5	4.9%
2	8	7.8%
3	5	4.9%
4	5	4.9%
5	5	4.9%
6	5	4.9%
7	5	4.9%
8	5	4.9%
9	4	3.9%
10	3	2.9%

Value	Count	Frequency (%)
25	1	1.0%
24	3	2.9%
23	4	3.9%
22	2	2.0%
21	1	1.0%
20	3	2.9%
19	5	4.9%
18	4	3.9%
17	4	3.9%
16	3	2.9%

oly_short_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	99
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.06872549

Minimum	41.25
Maximum	82.92
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	41.25
5-th percentile	49.021
Q1	55.65
median	61.25
Q3	67.7775
95-th percentile	78.8515
Maximum	82.92
Range	41.67
Interquartile range (IQR)	12.1275

Descriptive statistics

Standard deviation	9.33740404
Coefficient of variation (CV)	0.1504365357
Kurtosis	-0.4955333881
Mean	62.06872549
Median Absolute Deviation (MAD)	5.71
Skewness	0.2751054334
Sum	6331.01
Variance	87.1871142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74.92	4	3.9%
53.77	1	1.0%
68.9	1	1.0%
66.93	1	1.0%
53.67	1	1.0%
63.86	1	1.0%
55.16	1	1.0%
65.9	1	1.0%
73.18	1	1.0%
56.77	1	1.0%
Other values (89)	89	87.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41.25	1	1.0%
44.53	1	1.0%
46.4	1	1.0%
46.69	1	1.0%
47.06	1	1.0%
49.02	1	1.0%
49.04	1	1.0%
49.32	1	1.0%
49.58	1	1.0%
49.84	1	1.0%

Value	Count	Frequency (%)
82.92	1	1.0%
82.16	1	1.0%
81.61	1	1.0%
80.2	1	1.0%
79.84	1	1.0%
78.87	1	1.0%
78.5	1	1.0%
75.94	1	1.0%
74.92	4	3.9%
74.64	1	1.0%

oly_short_elements_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	95
Distinct (%)	93.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.675

Minimum	20.43
Maximum	45.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	20.43
5-th percentile	26.3875
Q1	28.5
median	32.36
Q3	36.05
95-th percentile	42.818
Maximum	45.3
Range	24.87
Interquartile range (IQR)	7.55

Descriptive statistics

Standard deviation	5.273854012
Coefficient of variation (CV)	0.1614033362
Kurtosis	-0.200898538
Mean	32.675
Median Absolute Deviation (MAD)	3.79
Skewness	0.3470500152
Sum	3332.85
Variance	27.81353614
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
32.36	2	2.0%
27.79	2	2.0%
39.03	2	2.0%
27.51	2	2.0%
29.23	2	2.0%
30.7	2	2.0%
36.8	2	2.0%
26.25	1	1.0%
35.9	1	1.0%
33.53	1	1.0%
Other values (85)	85	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.43	1	1.0%
21.13	1	1.0%
22.63	1	1.0%
24.33	1	1.0%
26.25	1	1.0%
26.37	1	1.0%
26.72	1	1.0%
26.74	1	1.0%
26.75	1	1.0%
26.78	1	1.0%

Value	Count	Frequency (%)
45.3	1	1.0%
44.7	1	1.0%
44.51	1	1.0%
43.22	1	1.0%
43.19	1	1.0%
42.87	1	1.0%
41.83	1	1.0%
41.5	1	1.0%
40.36	1	1.0%
40.25	1	1.0%

oly_short_components_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	96
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.13784314

Minimum	19.62
Maximum	38.42
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	19.62
5-th percentile	21.801
Q1	26.03
median	28.81
Q3	32.615
95-th percentile	37.0195
Maximum	38.42
Range	18.8
Interquartile range (IQR)	6.585

Descriptive statistics

Standard deviation	4.574484904
Coefficient of variation (CV)	0.15699463
Kurtosis	-0.62365466
Mean	29.13784314
Median Absolute Deviation (MAD)	3.41
Skewness	0.06441465367
Sum	2972.06
Variance	20.92591213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.76	2	2.0%
24.88	2	2.0%
35.89	2	2.0%
25.14	2	2.0%
29.68	2	2.0%
22	2	2.0%
26.41	1	1.0%
28.23	1	1.0%
30.69	1	1.0%
25.43	1	1.0%
Other values (86)	86	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.62	1	1.0%
20.2	1	1.0%
20.32	1	1.0%
21.08	1	1.0%
21.23	1	1.0%
21.8	1	1.0%
21.82	1	1.0%
22	2	2.0%
22.6	1	1.0%
22.95	1	1.0%

Value	Count	Frequency (%)
38.42	1	1.0%
38.09	1	1.0%
37.65	1	1.0%
37.62	1	1.0%
37.33	1	1.0%
37.04	1	1.0%
36.63	1	1.0%
36.62	1	1.0%
35.89	2	2.0%
35.69	1	1.0%

oly_free_elements_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	100
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	57.2322549

Minimum	26.77
Maximum	106.16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	26.77
5-th percentile	36.633
Q1	49.0325
median	55.905
Q3	66.1
95-th percentile	78.21
Maximum	106.16
Range	79.39
Interquartile range (IQR)	17.0675

Descriptive statistics

Standard deviation	13.60615702
Coefficient of variation (CV)	0.2377358194
Kurtosis	1.260660018
Mean	57.2322549
Median Absolute Deviation (MAD)	9.57
Skewness	0.6056491097
Sum	5837.69
Variance	185.1275087
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.69	2	2.0%
45.25	2	2.0%
43.84	1	1.0%
45.81	1	1.0%
57.56	1	1.0%
55.13	1	1.0%
66.94	1	1.0%
60.73	1	1.0%
56.65	1	1.0%
68.42	1	1.0%
Other values (90)	90	88.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
26.77	1	1.0%
34.84	1	1.0%
34.86	1	1.0%
35.69	1	1.0%
36.01	1	1.0%
36.58	1	1.0%
37.64	1	1.0%
38.47	1	1.0%
39.11	1	1.0%
39.15	1	1.0%

Value	Count	Frequency (%)
106.16	1	1.0%
100.49	1	1.0%
81.62	1	1.0%
79.18	1	1.0%
78.9	1	1.0%
78.3	1	1.0%
76.5	1	1.0%
75.54	1	1.0%
75.2	1	1.0%
74.16	1	1.0%

oly_free_components_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	96
Distinct (%)	94.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.85509804

Minimum	37.87
Maximum	77.47
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	37.87
5-th percentile	42.401
Q1	51.67
median	58.525
Q3	67.01
95-th percentile	74.5
Maximum	77.47
Range	39.6
Interquartile range (IQR)	15.34

Descriptive statistics

Standard deviation	9.746168046
Coefficient of variation (CV)	0.1655959869
Kurtosis	-0.7460820669
Mean	58.85509804
Median Absolute Deviation (MAD)	7.27
Skewness	-0.04858532932
Sum	6003.22
Variance	94.98779157
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53.68	2	2.0%
57.83	2	2.0%
74.5	2	2.0%
50.86	2	2.0%
42.16	2	2.0%
75.65	2	2.0%
53.95	1	1.0%
56.8	1	1.0%
62.05	1	1.0%
52.12	1	1.0%
Other values (86)	86	84.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.87	1	1.0%
39.27	1	1.0%
40.86	1	1.0%
42.16	2	2.0%
42.4	1	1.0%
42.42	1	1.0%
42.72	1	1.0%
43.92	1	1.0%
45.06	1	1.0%
45.28	1	1.0%

Value	Count	Frequency (%)
77.47	1	1.0%
75.65	2	2.0%
75.26	1	1.0%
75.03	1	1.0%
74.5	2	2.0%
74.41	1	1.0%
74.39	1	1.0%
73.77	1	1.0%
71.76	1	1.0%
71.24	1	1.0%

oly_free_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	98
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.5104902

Minimum	65.04
Maximum	177.13
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	65.04
5-th percentile	81.775
Q1	98.6725
median	115.6
Q3	134.6975
95-th percentile	152.0455
Maximum	177.13
Range	112.09
Interquartile range (IQR)	36.025

Descriptive statistics

Standard deviation	22.82930015
Coefficient of variation (CV)	0.1959420144
Kurtosis	-0.3296100826
Mean	116.5104902
Median Absolute Deviation (MAD)	18.515
Skewness	0.2056166307
Sum	11884.07
Variance	521.1769453
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
144.19	4	3.9%
156.65	2	2.0%
99.73	1	1.0%
103.56	1	1.0%
119.61	1	1.0%
106.25	1	1.0%
134.24	1	1.0%
116.72	1	1.0%
119.75	1	1.0%
136.53	1	1.0%
Other values (88)	88	86.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.04	1	1.0%
73.45	1	1.0%
78.8	1	1.0%
79.68	1	1.0%
80.01	1	1.0%
81.73	1	1.0%
82.63	1	1.0%
83.39	1	1.0%
84.12	1	1.0%
84.2	1	1.0%

Value	Count	Frequency (%)
177.13	1	1.0%
175.75	1	1.0%
156.65	2	2.0%
153.29	1	1.0%
152.15	1	1.0%
150.06	1	1.0%
149.95	1	1.0%
146.44	1	1.0%
144.19	4	3.9%
142.75	1	1.0%

oly_event_score
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	97
Distinct (%)	95.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	178.5792157

Minimum	109.57
Maximum	255.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	944.0 B

Quantile statistics

Minimum	109.57
5-th percentile	129.6455
Q1	154.265
median	175.485
Q3	201.8675
95-th percentile	230.897
Maximum	255.95
Range	146.38
Interquartile range (IQR)	47.6025

Descriptive statistics

Standard deviation	31.36087803
Coefficient of variation (CV)	0.1756132588
Kurtosis	-0.4626636554
Mean	178.5792157
Median Absolute Deviation (MAD)	22.705
Skewness	0.2297438532
Sum	18215.08
Variance	983.5046707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
219.11	4	3.9%
172.46	2	2.0%
181.44	2	2.0%
153.5	1	1.0%
231.02	1	1.0%
175.19	1	1.0%
186.54	1	1.0%
159.92	1	1.0%
198.1	1	1.0%
171.88	1	1.0%
Other values (87)	87	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
109.57	1	1.0%
119.85	1	1.0%
125.37	1	1.0%
127.07	1	1.0%
129.26	1	1.0%
129.54	1	1.0%
131.65	1	1.0%
134.08	1	1.0%
134.19	1	1.0%
140.2	1	1.0%

Value	Count	Frequency (%)
255.95	1	1.0%
251.73	1	1.0%
239.57	1	1.0%
238.26	1	1.0%
233.13	1	1.0%
231.02	1	1.0%
228.56	1	1.0%
224.59	1	1.0%
224.09	1	1.0%
222.38	1	1.0%

season
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Memory size	944.0 B

2022	22
2006	20
2010	20
2014	20
2018	20

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	408
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2006
2nd row	2006
3rd row	2006
4th row	2006
5th row	2006

Common Values

Value	Count	Frequency (%)
2022	22	21.6%
2006	20	19.6%
2010	20	19.6%
2014	20	19.6%
2018	20	19.6%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2022	22	21.6%
2006	20	19.6%
2010	20	19.6%
2014	20	19.6%
2018	20	19.6%

Most occurring characters

Value	Count	Frequency (%)
2	146	35.8%
0	142	34.8%
1	60	14.7%
6	20	4.9%
4	20	4.9%
8	20	4.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	408	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	146	35.8%
0	142	34.8%
1	60	14.7%
6	20	4.9%
4	20	4.9%
8	20	4.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	408	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	146	35.8%
0	142	34.8%
1	60	14.7%
6	20	4.9%
4	20	4.9%
8	20	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	408	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	146	35.8%
0	142	34.8%
1	60	14.7%
6	20	4.9%
4	20	4.9%
8	20	4.9%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	skater_name	event_final_place	short_score	short_place	free_score	free_place	event_score	short_elements_score	short_elements_rank	short_components_score	short_components_rank	free_elements_score	free_elements_rank	free_components_score	free_components_rank	free_deductions	short_deductions	event_deductions	combo_no_credit	illegal_element	jump_errors_all	jump_errors_costly	triple_triple	country	oly_event_final_place	oly_short_score	oly_short_elements_score	oly_short_components_score	oly_free_elements_score	oly_free_components_score	oly_free_score	oly_event_score	season
0	0	Carolina Kostner	5.0	53.200000	4.0	88.593750	6.0	145.100000	27.350000	4.625000	25.975000	4.250000	38.275000	7.125000	50.443750	4.500000	0.125	0.125	0.250	0.375	0.000000	0.625000	0.625	0.250000	italy	9.0	53.77	26.25	28.52	43.84	55.89	99.73	153.50	2006
1	1	Elena Liashenko	4.0	53.854444	5.0	98.641111	4.0	155.226667	27.651111	4.888889	26.203333	4.333333	45.738889	5.888889	52.902222	4.222222	0.000	0.000	0.000	0.000	0.111111	0.111111	0.000	0.111111	ukraine	17.0	52.35	27.47	24.88	36.01	45.72	81.73	134.08	2006
2	2	Elena Sokolova	6.0	53.076250	4.0	95.217500	6.0	151.342500	26.315000	5.375000	26.886250	3.125000	42.567500	7.125000	52.775000	4.375000	0.125	0.125	0.250	0.125	0.000000	0.375000	0.375	0.000000	russia	14.0	46.69	21.13	25.56	45.38	50.28	95.66	142.35	2006
3	3	Emily Hughes	5.0	42.650000	6.0	83.620000	6.0	126.270000	22.130000	5.500000	22.020000	6.000000	39.800000	5.500000	45.320000	5.000000	1.500	1.500	3.000	0.500	0.000000	3.500000	3.500	0.000000	usa	7.0	57.08	31.71	25.37	53.82	50.97	103.79	160.87	2006
4	4	Fleur Maxwell	10.0	34.060000	11.0	68.380000	9.0	102.440000	15.100000	11.000000	18.960000	10.000000	30.620000	9.000000	37.760000	9.000000	0.000	0.000	0.000	0.000	0.000000	0.000000	0.000	0.000000	luxembourg	24.0	44.53	24.33	20.20	26.77	39.27	65.04	109.57	2006
5	5	Fumie Suguri	4.0	55.795000	3.0	97.978750	4.0	157.172500	28.302500	4.375000	27.867500	2.125000	44.405000	5.125000	53.823750	2.750000	0.250	0.375	0.625	0.375	0.000000	1.000000	1.000	0.000000	japan	4.0	61.75	32.61	29.14	54.23	59.25	113.48	175.23	2006
6	6	Galina Efremenko	8.0	37.480000	9.0	70.500000	8.0	107.980000	15.880000	10.000000	21.600000	7.000000	29.820000	11.000000	41.680000	8.000000	1.000	0.000	1.000	1.000	0.000000	2.000000	2.000	0.000000	ukraine	20.0	41.25	20.43	21.82	41.70	42.42	84.12	125.37	2006
7	7	Idora Hegel	10.0	41.304000	10.0	75.104000	10.0	120.874000	20.722000	10.200000	20.782000	10.000000	34.832000	9.600000	40.472000	10.400000	0.200	0.200	0.400	0.200	0.000000	0.600000	0.600	0.200000	croatia	19.0	47.06	26.74	20.32	39.15	40.86	80.01	127.07	2006
8	8	Irina Slutskaya	1.0	64.154286	1.0	123.031429	1.0	191.438571	33.820000	1.714286	30.334286	1.142857	61.204286	1.142857	61.827143	1.000000	0.000	0.000	0.000	0.000	0.142857	0.142857	0.000	0.142857	russia	3.0	66.70	36.21	30.49	53.87	61.87	114.74	181.44	2006
9	9	Joannie Rochette	5.0	53.282500	4.0	99.092500	5.0	155.331250	27.857500	5.000000	25.550000	5.000000	47.668750	5.375000	51.798750	4.750000	0.375	0.125	0.500	0.375	0.000000	0.875000	0.875	0.250000	canada	5.0	55.85	28.87	26.98	55.29	56.13	111.42	167.27	2006

Last rows

	df_index	skater_name	event_final_place	short_score	short_place	free_score	free_place	event_score	short_elements_score	short_elements_rank	short_components_score	short_components_rank	free_elements_score	free_elements_rank	free_components_score	free_components_rank	free_deductions	short_deductions	event_deductions	under_rotations	downgrades	edge_error	suspected_edge_error	suspected_rotation_error	illegal_element	jump_errors_all	jump_errors_costly	triple_triple	triple_axel	country	oly_event_final_place	oly_short_score	oly_short_elements_score	oly_short_components_score	oly_free_elements_score	oly_free_components_score	oly_free_score	oly_event_score	season
92	12	Loena Hendrickx	8.0	64.597500	10.0	133.085000	6.0	197.682500	34.265000	9.750000	30.832500	9.750000	69.017500	6.000000	64.317500	8.750000	0.250000	0.500000	0.750000	0.500000	0.000000	0.000000	0.250000	0.000000	0.250000	1.500000	0.750000	0.000000	0.000000	belgium	8.0	70.09	36.09	34.00	66.19	70.51	136.70	206.79	2022
93	13	Madeline Schizas	9.0	66.400000	7.0	121.760000	10.0	188.160000	36.316667	6.000000	30.083333	9.333333	60.943333	10.666667	60.816667	10.000000	0.000000	0.000000	0.000000	0.333333	0.000000	0.000000	0.000000	0.000000	0.000000	0.333333	0.000000	0.666667	0.000000	canada	19.0	60.53	29.61	30.92	53.68	62.35	115.03	175.56	2022
94	14	Mana Kawabe	6.0	63.600000	7.0	128.953333	5.0	192.553333	34.953333	5.666667	29.646667	8.333333	66.943333	5.000000	62.676667	6.333333	0.666667	1.000000	1.666667	0.666667	0.000000	0.000000	1.666667	0.666667	0.000000	2.333333	1.666667	0.000000	1.333333	japan	23.0	62.69	33.66	30.03	47.87	60.17	104.04	166.73	2022
95	15	Mariah Bell	5.0	66.750000	6.0	133.706667	5.0	200.456667	34.778889	6.777778	32.304444	6.111111	67.640000	5.111111	66.288889	5.222222	0.222222	0.333333	0.555556	0.444444	0.333333	0.000000	0.888889	0.000000	0.111111	1.444444	0.888889	0.111111	0.000000	usa	10.0	65.38	33.43	32.95	68.25	68.67	136.92	202.30	2022
96	16	Nicole Schott	12.0	59.181667	12.0	112.290000	12.0	171.471667	30.560000	12.833333	28.788333	11.500000	54.730000	11.833333	57.726667	11.333333	0.166667	0.166667	0.333333	1.000000	0.333333	0.000000	0.000000	0.000000	0.000000	1.666667	0.666667	0.000000	0.000000	germany	17.0	63.13	33.01	30.12	56.28	60.24	114.52	177.65	2022
97	17	Olga Mikutina	10.0	62.135000	10.0	117.795000	10.0	179.930000	33.905000	8.000000	28.730000	13.000000	58.690000	8.500000	59.605000	11.500000	0.500000	0.500000	1.000000	1.000000	0.500000	0.000000	0.000000	0.000000	0.000000	2.500000	1.500000	0.000000	0.000000	austria	14.0	61.14	32.54	28.60	61.12	59.94	121.06	182.20	2022
98	18	Viktoriia Safonova	8.0	61.220000	8.0	123.885000	6.0	185.105000	32.620000	7.500000	29.100000	9.500000	64.810000	6.000000	59.075000	8.500000	0.000000	0.500000	0.500000	0.500000	0.000000	0.000000	0.000000	0.500000	0.000000	1.000000	0.500000	0.000000	0.000000	belarus	13.0	61.46	32.72	28.74	65.54	57.83	123.37	184.83	2022
99	19	Wakaba Higuchi	4.0	67.418571	4.0	126.694286	5.0	194.112857	35.132857	5.857143	32.571429	4.142857	61.685714	6.000000	65.294286	4.142857	0.285714	0.285714	0.571429	0.571429	0.285714	0.571429	1.000000	0.428571	0.142857	2.142857	0.857143	0.000000	0.571429	japan	5.0	73.51	39.53	33.98	72.67	69.26	140.93	214.44	2022
100	20	Yelim Kim	9.0	68.473333	6.0	120.876667	9.0	189.350000	36.606667	6.000000	31.866667	7.666667	58.700000	11.333333	63.510000	7.666667	1.333333	0.000000	1.333333	1.000000	0.333333	0.000000	0.666667	0.666667	0.000000	2.666667	1.666667	0.333333	0.000000	south_korea	9.0	67.78	35.27	32.51	68.61	66.24	134.85	202.63	2022
101	21	Young You	4.0	66.816000	6.0	135.504000	3.0	202.320000	36.300000	5.400000	31.716000	5.000000	71.248000	3.000000	64.856000	4.200000	0.600000	1.200000	1.800000	1.800000	0.000000	0.000000	0.600000	0.200000	0.000000	3.600000	1.800000	0.000000	2.000000	south_korea	6.0	70.34	36.80	33.54	74.16	68.59	142.75	213.09	2022

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows